Artificial Intelligence Research

6th Southern African Conference, SACAIR 2025, Cape Town, South Africa, December 1–5, 2025, Proceedings

AvAurona Gerber,Anban W. Pillay

Häftad, Engelska, 2025

Del 2784 i serien Communications in Computer and Information Science

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Beskrivning

This book constitutes the refereed proceedings of the 6th Southern African Conference on Artificial Intelligence Research, SACAIR 2025, held in Cape Town, South Africa, during December 1–5, 2025.The 36 full papers presented in this volume were carefully reviewed and selected from 150 submissions.The papers are organized into the following topical sections: Algorithmic and Data Driven AI; Socio-technical and Human-Centred AI; and Responsible and Ethical AI.

Produktinformation

Utgivningsdatum:2025-11-29
Mått:155 x 235 x 33 mm
Vikt:914 g
Format:Häftad
Språk:Engelska
Serie:Communications in Computer and Information Science
Antal sidor:590
Förlag:Springer Nature Switzerland AG
ISBN:9783032117328

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Innehållsförteckning

.- Algorithmic and Data Driven AI..- Which contextual topic modelling algorithm is the best?..- Leveraging Language Models for Document Type Classification inLow-Resource Afrikaans Archives..- Hybrid Automatic Modulation Classification for Increased Robustnessunder White-Box Adversarial Attacks..- Counterfactual Explanation Model for Personalised DietaryInterventions in Anaemia Patients..- Feature extraction for plant growth estimation..- Exploring the impact of different loss functions for anomaly predictionin a mineral processing plant..- Modifying class distributions to improve the classification of minoritygroup examples in a class-imbalanced dataset..- Evaluating OCR performance on food packaging labels in South Africa..- Investigating the Impact of Multilingual Pre-trained Speech Models onGender Bias in ASR for Low Resource African Languages..- A Two Stage Pipeline for Automated Caries Detection on Single ToothImages from Panoramic Radiographs..- Exploring syllable similarity across South African languages throughself-supervised speech representation..- Data Pruning: Redundant, Problematic, and Interdependent Samples..- Restoring Neural Network Plasticity for Faster Transfer Learning..- AfroXLMR-Comet: Multilingual Knowledge Distillation with AttentionMatching for Low-Resource Languages..- Code-Switch Pretraining for Improved Cross-Lingual Alignment inLow-Resource Languages..- Identification of Social Media Users that Perpetuate XenophobicAttitudes and Hate Speech Narratives in South Africa..- HAPI-FedProx: Heterogeneity-Aware Adaptive Proximal Optimizationfor Federated Learning..- Fog-Based Deep Learning for Real-Time Cold Chain TemperaturePrediction Using IoT Data..- Robust Driver Distraction Recognition via Lightweight Body-PartAssociation and Object Context on NVIDIA Jetson..- Nearest-Class Mean and Logits Agreement for Wildlife Open-SetRecognition..- Semi-Supervised Object Segmentation via Active Learning for EfficientEcological Monitoring..- Scaling behavior of Encoder Language Models in Low-Resource Settings..- Enhancing Target Re-Identification via Model Fusion andKnowledge Distillation of Pre-trained Foundation Models..- Heart Disease Prediction: A Comparative Study of Optimizers’Performance in Deep Neural Networks..- Socio-technical and Human-Centred AI..- AI-Enabled Cybersecurity Implementation: A Case Study of CriticalSuccess Factors in a South African SOE..- Large Language Model Evaluation: From Model-Centric Benchmarksto System-Level Metrics..- Exploring Postgraduate Students’ Use and Perceptions of GenerativeAI as a Research Support Tool: A South African Case..- An Awareness Framework for Sustainable Selection of LLMs in Business..- Synthesizing Insights from AI in Africa: A Comprehensive QualitativeAnalysis..- Factors influencing the use of Autonomous Vehicles on TraditionalRoad Infrastructure in The Western Cape..- An Agentic LLM-Powered Framework for Cholera Risk Prediction andActionable Insights from Explainable ML and Statistical Insights..- A Scoping Review on Generative AI prompting to optimize theworkflow of healthcare professionals in sub-Saharan Africa..- Detection Of Power Line Insulator Defects Using YOLOv10-N..- Responsible and Ethical AI..- Artificially Generated Minorities (AGMs): The Veneer of AlgorithmicBias Correction..- Under-resourced and over-reseached: The ELSA approach totransdisciplinary AI research in low-trust neighborhoods..- From Principles to Practice: Extracting Human-Centred AIComponents from Governance Frameworks.